3 papers
cs.LG2026
Stress Estimation in Elderly Oncology Patients Using Visual Wearable Representations and Multi-Instance Learning
Ioannis Kyprakis, Vasileios Skaramagkas, Georgia Karanasiou +10
Psychological stress is clinically relevant in cardio-oncology, yet it is typically assessed only through patient-reported outcome measures (PROMs) and is rarely integrated into co…
cs.LG2026
Frailty Estimation in Elderly Oncology Patients Using Multimodal Wearable Data and Multi-Instance Learning
Ioannis Kyprakis, Vasileios Skaramagkas, Georgia Karanasiou +10
Frailty and functional decline strongly influence treatment tolerance and outcomes in older patients with cancer, yet assessment is typically limited to infrequent clinic visits. W…
eess.IV2025
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos
Ioannis Kyprakis, Vasileios Skaramagkas, Iro Boura +5
Parkinson's disease (PD) is a neurodegenerative disorder, manifesting with motor and non-motor symptoms. Depressive symptoms are prevalent in PD, affecting up to 45% of patients. T…